Combinatorial single-cell CRISPR screens by direct guide RNA capture and targeted sequencing

Author:  ["Joseph M. Replogle","Thomas M. Norman","Albert Xu","Jeffrey A. Hussmann","Jin Chen","J. Zachery Cogan","Elliott J. Meer","Jessica M. Terry","Daniel P. Riordan","Niranjan Srinivas","Ian T. Fiddes","Joseph G. Arthur","Luigi J. Alvarado","Katherine A. Pfei

Publication:  Nature Biotechnology

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Tags:     Biological

Abstract

Single-cell CRISPR screens enable the exploration of mammalian gene function and genetic regulatory networks. However, use of this technology has been limited by reliance on indirect indexing of single-guide RNAs (sgRNAs). Here we present direct-capture Perturb-seq, a versatile screening approach in which expressed sgRNAs are sequenced alongside single-cell transcriptomes. Direct-capture Perturb-seq enables detection of multiple distinct sgRNA sequences from individual cells and thus allows pooled single-cell CRISPR screens to be easily paired with combinatorial perturbation libraries that contain dual-guide expression vectors. We demonstrate the utility of this approach for high-throughput investigations of genetic interactions and, leveraging this ability, dissect epistatic interactions between cholesterol biogenesis and DNA repair. Using direct capture Perturb-seq, we also show that targeting individual genes with multiple sgRNAs per cell improves efficacy of CRISPR interference and activation, facilitating the use of compact, highly active CRISPR libraries for single-cell screens. Last, we show that hybridization-based target enrichment permits sensitive, specific sequencing of informative transcripts from single-cell RNA-seq experiments. Single-cell CRISPR screens are readily multiplexed and scaled with an improved version of Perturb-seq.

Cite this article

Replogle, J.M., Norman, T.M., Xu, A. et al. Combinatorial single-cell CRISPR screens by direct guide RNA capture and targeted sequencing. Nat Biotechnol 38, 954–961 (2020). https://doi.org/10.1038/s41587-020-0470-y

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